diff --git a/cmd/web/static/img/png/argo.png b/cmd/web/static/img/png/argo.png
new file mode 100644
index 0000000..1fb3cac
Binary files /dev/null and b/cmd/web/static/img/png/argo.png differ
diff --git a/cmd/web/static/img/png/deployment-cluster.png b/cmd/web/static/img/png/deployment-cluster.png
deleted file mode 100644
index 50a4084..0000000
Binary files a/cmd/web/static/img/png/deployment-cluster.png and /dev/null differ
diff --git a/cmd/web/static/img/png/fastapi.png b/cmd/web/static/img/png/fastapi.png
deleted file mode 100644
index d4494fb..0000000
Binary files a/cmd/web/static/img/png/fastapi.png and /dev/null differ
diff --git a/cmd/web/static/img/png/lambda.png b/cmd/web/static/img/png/lambda.png
new file mode 100644
index 0000000..6aadfec
Binary files /dev/null and b/cmd/web/static/img/png/lambda.png differ
diff --git a/cmd/web/static/img/png/models.png b/cmd/web/static/img/png/models.png
deleted file mode 100644
index e819aa5..0000000
Binary files a/cmd/web/static/img/png/models.png and /dev/null differ
diff --git a/cmd/web/static/img/webp/argo.webp b/cmd/web/static/img/webp/argo.webp
new file mode 100644
index 0000000..97312b6
Binary files /dev/null and b/cmd/web/static/img/webp/argo.webp differ
diff --git a/cmd/web/static/img/webp/deployment-cluster.webp b/cmd/web/static/img/webp/deployment-cluster.webp
deleted file mode 100644
index 691eeb8..0000000
Binary files a/cmd/web/static/img/webp/deployment-cluster.webp and /dev/null differ
diff --git a/cmd/web/static/img/webp/fastapi.webp b/cmd/web/static/img/webp/fastapi.webp
deleted file mode 100644
index c5e7747..0000000
Binary files a/cmd/web/static/img/webp/fastapi.webp and /dev/null differ
diff --git a/cmd/web/static/img/webp/lambda.webp b/cmd/web/static/img/webp/lambda.webp
new file mode 100644
index 0000000..8c25c1d
Binary files /dev/null and b/cmd/web/static/img/webp/lambda.webp differ
diff --git a/cmd/web/static/img/webp/models.webp b/cmd/web/static/img/webp/models.webp
deleted file mode 100644
index 69a4927..0000000
Binary files a/cmd/web/static/img/webp/models.webp and /dev/null differ
diff --git a/cmd/web/static/resume_24.pdf b/cmd/web/static/resume_24.pdf
index 62f9080..ab90066 100644
Binary files a/cmd/web/static/resume_24.pdf and b/cmd/web/static/resume_24.pdf differ
diff --git a/cmd/web/templates/index.html b/cmd/web/templates/index.html
index d88de24..06ac0a8 100644
--- a/cmd/web/templates/index.html
+++ b/cmd/web/templates/index.html
@@ -83,6 +83,11 @@ <h1>Languages & Tools</h1>
               width="70"
               src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/go/go-original.svg"
             />
+            <img
+              height="70"
+              width="70"
+              src="https://cdn.jsdelivr.net/gh/devicons/devicon@latest/icons/bash/bash-original.svg"
+            />
             <img
               height="70"
               width="70"
@@ -116,7 +121,22 @@ <h1>Languages & Tools</h1>
             <img
               height="70"
               width="70"
-              src="./static/svg/aws.svg"
+              src="https://cdn.jsdelivr.net/gh/devicons/devicon@latest/icons/githubactions/githubactions-original.svg""
+            />
+            <img
+              height="70"
+              width="70"
+              src="https://cdn.jsdelivr.net/gh/devicons/devicon@latest/icons/neovim/neovim-original.svg"
+            />
+            <img
+              height="70"
+              width="70"
+              src="https://cdn.jsdelivr.net/gh/devicons/devicon@latest/icons/linux/linux-original.svg"
+            />
+            <img
+              height="70"
+              width="70"
+              src="https://cdn.jsdelivr.net/gh/devicons/devicon@latest/icons/amazonwebservices/amazonwebservices-original-wordmark.svg"
             />
             <img
               height="105"
@@ -172,6 +192,8 @@ <h3>Go-Blueprint</h3>
           <a class="project-link" target="_blank" href="https://github.com/Melkeydev/go-blueprint">GitHub</a>
           &nbsp;
           <a class="project-link" target="_blank" href="https://go-blueprint.net">Docs</a>
+          &nbsp;
+          <a class="project-link" target="_blank" href="https://www.youtube.com/watch?v=1ZbQS6pOlSQ">YouTube</a>
         </div>
       </div>
 
@@ -217,88 +239,88 @@ <h3>Personal S3 Storage Infrastructure</h3>
         </div>
       </div>
 
-      <!-- User Project #3: Deployment cluster with S3 & PostgreSQL -->
+      <!-- User Project #3: aws-lambda -->
       <div class="user-projects">
         <div class="images-right">
           <picture>
             <source type="image/webp" 
-                    srcset="./static/img/webp/deployment-cluster.webp" 
+                    srcset="./static/img/webp/lambda.webp" 
                     sizes="(max-width: 600px) 480px, 800px" />
-            <img src="./static/img/png/deployment-cluster.png" 
-                 alt="Deployment cluster with S3 & PostgreSQL" 
+            <img src="./static/img/png/lambda.png" 
+                 alt="Lambda, DynamoDB & APIgw TF Modules" 
                  style="width:auto;max-width:100%;" />
           </picture>
         </div>
         <div class="contents" style="text-align: center">
-          <h3>Deployment Cluster with S3 & PSQL</h3>
+          <h3>Lambda, DynamoDB & APIgw TF Modules</h3>
           <div>
             <img
               height="62"
               width="62"
-              src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/terraform/terraform-original.svg"
+              src="https://cdn.jsdelivr.net/gh/devicons/devicon@latest/icons/amazonwebservices/amazonwebservices-original-wordmark.svg"
             />
             &nbsp;
             <img
               height="62"
               width="62"
-              src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/ansible/ansible-original.svg"
+              src="https://cdn.jsdelivr.net/gh/devicons/devicon@latest/icons/terraform/terraform-original.svg"
             />
             &nbsp;
             <img
               height="62"
               width="62"
-              src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/postgresql/postgresql-original.svg"
-            />
-            &nbsp;
-            <img
-              height="115"
-              width="115"
-              src="./static/svg/hetzner.svg"
+              src="https://cdn.jsdelivr.net/gh/devicons/devicon@latest/icons/dynamodb/dynamodb-original.svg"
             />
           </div>
           <p style="text-align: justify">
-            Application and service hosting infrastructure utilizing Hetzner's VPS and Docker containers, integrated with Coolify
-            for a unified PaaS solution. Benefit from dedicated Postgres DB and S3 storage. The infrastructure deployment and 
-            management are conducted through Terraform and Ansible, with clustering operated in swarm mode.
+            Terraform modules for creating Lambda functions along with associated AWS infrastructure components
+            like DynamoDB tables and API Gateway configurations. The repository includes modularized Terraform code
+            with separate modules for Lambda functions, DynamoDB tables, and API Gateway integrations, facilitating
+            easy deployment and management of serverless applications. 
           </p>
-          <a class="project-link" target="_blank" href="https://github.com/Ujstor/deployment-cluster-s3-db">GitHub</a>
+          <a class="project-link" target="_blank" href="https://github.com/Ujstor/aws-lambda-dynamoDB-terraform">GitHub</a>
         </div>
       </div>
 
-      <!-- User Project #4: Self-Hosting AI Models (Ollama, Stable Diffusion, Foocus) -->
+      <!-- User Project #4: Argo-CD -->
       <div class="user-projects">
         <div class="images-left">
           <picture>
             <source type="image/webp" 
-                    srcset="./static/img/webp/models.webp" 
+                    srcset="./static/img/webp/argo.webp" 
                     sizes="(max-width: 600px) 480px, 800px" />
-            <img src="./static/img/png/models.png" 
-                 alt="Self-Hosting AI Models (Ollama, Stable Diffusion, Foocus)" 
+            <img src="./static/img/png/argo.png" 
+                 alt="ArgoCD pipline" 
                  style="width:auto;max-width:100%;" />
           </picture>
         </div>
         <div class="contents-right" style="text-align: center">
-          <h3>Self-Hosting AI Models</h3>
+          <h3>ArgoCD GitHub Action pipeline</h3>
           <div>
             <img
-              height="50"
-              width="50"
-              src="./static/svg/traefik.svg"
+              height="62"
+              width="62"
+              src="https://cdn.jsdelivr.net/gh/devicons/devicon@latest/icons/argocd/argocd-original.svg"
             />
             &nbsp;
             <img
-              height="72"
-              width="72"
-              src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/docker/docker-original.svg"
+              height="62"
+              width="62"
+              src="https://cdn.jsdelivr.net/gh/devicons/devicon@latest/icons/bash/bash-original.svg"
+            />
+            &nbsp;
+            <img
+              height="62"
+              width="62"
+              src="https://cdn.jsdelivr.net/gh/devicons/devicon@latest/icons/githubactions/githubactions-original.svg"
             />
           </div>
           <p style="text-align: justify">
-            Implementation of self-hosting AI models (Ollama, Stable Diffusion, Foocus) using Traefik on a home network.
-            It serves as an efficient and secure alternative to cloud-based solutions, incorporating Traefik for optimized traffic routing and SSH 
-            tunneling for safe access. Highlighting the complexities of AI service management and network configuration, the project ensures smooth 
-            operation and accessibility.
+            GitHub Actions workflow that integrates with DockerHub and ArgoCD, enabling streamlined CI/CD pipelines.
+            This setup utilizes semantic versioning for Docker images and automatically updates Helm charts in 
+            another repository upon successful commits. 
           </p>
-          <a class="project-link" target="_blank" href="https://github.com/Ujstor/self-hosting-ai-models">GitHub</a>
+          <a class="project-link" target="_blank" href="https://github.com/Ujstor/argoCD-pipeline">GitHub</a>
         </div>
       </div>
 
@@ -330,112 +352,13 @@ <h3>Coolify instance on Hetzner</h3>
             />
           </div>
           <p style="text-align: justify">
-            Deploy Coolify on Hetzner Cloud using the Terraform. Coolify is an all-in one PaaS that helps you to self-host your own applications,
+            Deploys Coolify on Hetzner Cloud using the Terraform. Coolify is an all-in one PaaS that helps you to self-host your own applications,
             databases or services without managing your servers, also known as an open-source & self-hostable
             Heroku / Netlify / Vercel alternative.
           </p>
-          <a class="project-link" target="_blank" href="https://coolify.io/docs/">Docs</a>
-          &nbsp;
           <a class="project-link" target="_blank" href="https://github.com/Ujstor/coolify-hetzner-terraform">GitHub</a>
-        </div>
-      </div>
-
-
-      <!-- User Project #6: Social media Fast API -->
-      <div class="user-projects">
-        <div class="images-left">
-          <picture>
-            <source type="image/webp" 
-                    srcset="./static/img/webp/fastapi.webp" 
-                    sizes="(max-width: 600px) 480px, 800px" />
-            <img src="./static/img/png/fastapi.png" 
-                 alt="Social Media FastAPI" 
-                 style="width:auto;max-width:100%;" />
-          </picture>
-        </div>
-        <div class="contents-right" style="text-align: center">
-          <h3>Social Media FastAPI</h3>
-          <div>
-            <img
-              height="62"
-              width="62"
-              src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/fastapi/fastapi-original.svg"
-            />
-            &nbsp;
-            <img
-              height="62"
-              width="62"
-              src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/postgresql/postgresql-original.svg"
-            />
-            &nbsp;
-            <img
-              height="62"
-              width="62"
-              src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/pytest/pytest-original.svg"
-            />
-            &nbsp;
-            <img
-              height="62"
-              width="62"
-              src="./static/svg/postman.svg"
-            />
-          </div>
-          <p style="text-align: justify">
-            This comprehensive project revolves around the development of a RESTful API using FastAPI
-            and encompasses various key themes, including FastAPI fundamentals, database integration,
-            Python and raw SQL, Object-Relational Mapping (ORM), Pydantic models, user authentication,
-            database relationships, a vote/like system, database migration with Alembic.
-          </p>
-          <a class="project-link" target="_blank" href="https://fastapi.astipan.com/docs">Check it out</a>
-          &nbsp;
-          <a class="project-link" target="_blank" href="https://github.com/Ujstor/social-media-fastapi">GitHub</a>
           &nbsp;
-          <a class="project-link" target="_blank" href="https://www.postman.com/ujstor/workspace/fastapi-test/">Postman</a>
-        </div>
-      </div>
-
-      <!-- User Project #7: Probit API -->
-      <div class="user-projects">
-        <div class="images-right">
-          <picture>
-            <source type="image/webp" 
-                    srcset="./static/img/webp/probit.webp" 
-                    sizes="(max-width: 600px) 480px, 800px" />
-            <img src="./static/img/png/probit.png" 
-                 alt="ProBit Global API" 
-                 style="width:auto;max-width:100%;" />
-          </picture>
-        </div>
-        <div class="contents" style="text-align: center">
-          <h3>ProBit Global API</h3>
-          <div>
-            <img
-              height="62"
-              width="62"
-              src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/flask/flask-original.svg"
-            />
-            &nbsp;
-            <img
-              height="62"
-              width="62"
-              src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/html5/html5-original.svg"
-            />
-            &nbsp;
-            <img
-              height="62"
-              width="62"
-              src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/bootstrap/bootstrap-plain.svg"
-            />
-          </div>
-          <p style="text-align: justify">
-            Effortlessly integrate with the ProBit Global Exchange API using this repository. 
-            It simplifies the setup with Docker and automates deployment through a Jenkins pipeline.
-            Essential for effective order monitoring, the setup involves easy credential configuration
-            and supports automated updates linked to GitHub changes.
-          </p>
-          <a class="project-link" target="_blank" href="https://probit.astipan.com/">Check it out!</a>
-          &nbsp;
-          <a class="project-link" target="_blank" href="https://github.com/Ujstor/probit-exchange-api">GitHub</a>
+          <a class="project-link" target="_blank" href="https://coolify.io/docs/">Docs</a>
         </div>
       </div>
     </section> 
@@ -451,4 +374,4 @@ <h3>ProBit Global API</h3>
     <!-- Import JS: Main Script -->
     <script src="./static/js/main.js"></script>
   </body>
-</html>
\ No newline at end of file
+</html>
diff --git a/docker-compose-prod.yml b/docker-compose-prod.yml
index 6fe7c30..b158310 100644
--- a/docker-compose-prod.yml
+++ b/docker-compose-prod.yml
@@ -2,8 +2,8 @@ version: '3.8'
 
 services:
   web:
-    image: ujstor/portfolio-web-go:1.1.0
+    image: ujstor/portfolio-web-go:1.2.0
     ports:
       - ${PORT}:${PORT}
     environment:
-      - PORT=${PORT}
\ No newline at end of file
+      - PORT=${PORT}
diff --git a/sitemap.xml b/sitemap.xml
index 276107f..a756596 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -13,10 +13,10 @@
   <priority>1.00</priority>
 </url>
 <url>
-  <loc>https://astipan.com/static/resume_23.pdf</loc>
+  <loc>https://astipan.com/static/resume_24.pdf</loc>
   <lastmod>2023-09-03T11:46:48+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 
 
-</urlset>
\ No newline at end of file
+</urlset>